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  • Conference proceedings
  • © 2015

Natural Language Processing and Chinese Computing

4th CCF Conference, NLPCC 2015, Nanchang, China, October 9-13, 2015, Proceedings

Editors:

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9362)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): NLPCC: CCF International Conference on Natural Language Processing and Chinese Computing

Conference proceedings info: NLPCC 2015.

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Table of contents (57 papers)

  1. Front Matter

    Pages I-XX
  2. Fundamentals on Language Computing

    1. Front Matter

      Pages 1-1
    2. A Maximum Entropy Approach to Discourse Coherence Modeling

      • Rui Lin, Muyun Yang, Shujie Liu, Sheng Li, Tiejun Zhao
      Pages 3-11
    3. Transition-Based Dependency Parsing with Long Distance Collocations

      • Chenxi Zhu, Xipeng Qiu, Xuanjing Huang
      Pages 12-24
    4. Recurrent Neural Networks with External Memory for Spoken Language Understanding

      • Baolin Peng, Kaisheng Yao, Li Jing, Kam-Fai Wong
      Pages 25-35
    5. Improving Chinese Dependency Parsing with Lexical Semantic Features

      • Lvexing Zheng, Houfeng Wang, Xueqiang Lv
      Pages 36-46
  3. Machine Translation and Multi-Lingual Information Access

    1. Front Matter

      Pages 47-47
    2. Entity Translation with Collective Inference in Knowledge Graph

      • Qinglin Li, Shujie Liu, Rui Lin, Mu Li, Ming Zhou
      Pages 49-63
    3. Stochastic Language Generation Using Situated PCFGs

      • Caixia Yuan, Xiaojie Wang, Ziming Zhong
      Pages 64-75
  4. Machine Learning for NLP

    1. Front Matter

      Pages 77-77
    2. Clustering Sentiment Phrases in Product Reviews by Constrained Co-clustering

      • Yujie Cao, Minlie Huang, Xiaoyan Zhu
      Pages 79-89
    3. A Cross-Domain Sentiment Classification Method Based on Extraction of Key Sentiment Sentence

      • Shaowu Zhang, Huali Liu, Liang Yang, Hongfei Lin
      Pages 90-101
    4. Convolutional Neural Networks for Correcting English Article Errors

      • Chengjie Sun, Xiaoqiang Jin, Lei Lin, Yuming Zhao, Xiaolong Wang
      Pages 102-110
  5. NLP for Social Media

    1. Front Matter

      Pages 111-111
    2. Automatic Detection of Rumor on Social Network

      • Qiao Zhang, Shuiyuan Zhang, Jian Dong, Jinhua Xiong, Xueqi Cheng
      Pages 113-122
    3. Multimodal Learning Based Approaches for Link Prediction in Social Networks

      • Feng Liu, Bingquan Liu, Chengjie Sun, Ming Liu, Xiaolong Wang
      Pages 123-133
    4. Sentiment Analysis Based on User Tags for Traditional Chinese Medicine in Weibo

      • Junhui Shen, Peiyan Zhu, Rui Fan, Wei Tan, Xueyan Zhan
      Pages 134-145
    5. Predicting User Mention Behavior in Social Networks

      • Bo Jiang, Ying Sha, Lihong Wang
      Pages 146-158
  6. Applications on Language Computing

    1. Front Matter

      Pages 169-169

Other Volumes

  1. Natural Language Processing and Chinese Computing

About this book

This book constitutes the refereed proceedings of the 4th CCF Conference, NLPCC 2015, held in Nanchang, China, in October 2015.

The 35 revised full papers presented together with 22 short papers were carefully reviewed and selected from 238 submissions. The papers are organized in topical sections on fundamentals on language computing; applications on language computing; NLP for search technology and ads; web mining; knowledge acquisition and information extraction.

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Juanzi Li

  • Rensselaer Polytechnic Institute, Troy, USA

    Heng Ji

  • Peking University, Beijing, China

    Dongyan Zhao, Yansong Feng

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access